P

Physics-Informed Neural Networks

πN³S (pronounced pi-N-S) is the CATS framework for training and using Physics-Informed Neural Networks (PINNs).

Developing surrogate models (ANNs, PINNs) for the nonlinear heat equation for cryobot applications